Messages, files, summaries, callbacks, handoffs, jobs, approvals, and follow-ups stay connected.
System
The System Map
The appliance architecture: managed conversation, artifact, workflow, quality, human review, ledgers, memory, and recovery.
The Spine
Every feature attaches to one operating spine.
Managed conversation
Work matter
Artifact
Value ladder
Workflow DAG
Quality and HITL
Approved deliverable
Ledgers
Graph memory
Recovery
Core Runtime
The estate, consulting lead, customer project, item batch, property plan, or proposal path.
Briefings, plans, proposals, packets, reports, workspaces, and approved deliverables.
Steps, dependencies, retries, progress, waiting states, notifications, and recovery.
Who can see, request, approve, send, spend, hand off, or change something.
Privacy, prompt packets, provider choice, structured output, cost, logs, and eval hooks.
Credits, model cost, work created, value signal, sponsorship, attribution, review, and recovery.
People, files, items, properties, providers, events, decisions, and follow-ups.
The Golden Artifact Loop
Start from a site, QR code, referral, uploaded file, or human note.
Create a briefing or plan that is useful before a large sale.
Recommend a credit-funded, sponsored, human, or professional step.
Quality review, human review, final promise, and record trail.
Why This Architecture Matters
Raw model output is cheap. Reliable business work is not.
The value is in the harness: the state, contracts, workflow, quality gates, review rules, ledgers, memory, and interface that let people trust what happened.